Andrea Cepellotti

Harvard UniversityUnited States

Materials Science · Physical Sciences

14h-index4.0kcitations48works11.82yr avg

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Research Topics

Thermal properties of materials(16), Advanced Thermoelectric Materials and Devices(10), Machine Learning in Materials Science(10), Quantum and electron transport phenomena(5), Thermal Radiation and Cooling Technologies(5)

Publications48 total

Nature Communications·2025· 17 citedOpen Access
arXiv (Cornell University)·2024· 4 citedOpen Access
arXiv (Cornell University)·2021· 2 citedOpen Access
Fast Simulations of Thermal Transport in Complex Materials using Machine Learning and Bayesian Force Fields
Bulletin of the American Physical Society·2021
Anomalous behavior of the electronic transport properties in thermoelectric materials due to electron-phonon interaction
Bulletin of the American Physical Society·2021
Fast Bayesian Force Fields from Active Learning: Application to 2D Material and Substrates
Bulletin of the American Physical Society·2021
Bridging the difference between Fourier's law and Navier-Stokes equations
Bulletin of the American Physical Society·2021
arXiv (Cornell University)·2021· 1 citedOpen Access
Thermoelectric properties of half-Heusler TaFeSb from first-principles electron-phonon scattering calculations
Bulletin of the American Physical Society·2020
Novel two-dimensional materials from high-throughput computational exfoliation
Bulletin of the American Physical Society·2020
Beyond Fourier’s law: viscous heat equations
Bulletin of the American Physical Society·2020
Biexcitons and exciton dynamics in low-dimensional systems from an ab initio interacting Green’s function formalism
Bulletin of the American Physical Society·2020
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Frequent Co-authors

Nicola Marzari(18), Boris Kozinsky(17), Giovanni Pizzi(9), Nicolas Mounet(7), Andrius Merkys(7), Natalya S. Fedorova(6), Steven G. Louie(6), Marco Gibertini(4), Philippe Schwaller(4), Ivano E. Castelli(4), Francesco Mauri(4), Anders Johansson(4), Lixin Sun(4), Albert Musaelian(4), Davide Campi(3), Antimo Marrazzo(3), Thibault Sohier(3), Giorgia Fugallo(3), Lorenzo Paulatto(3), Anders Johansson(3)